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AWS Certified Data Analytics Study Guide
Cover
Title Page
Copyright
Dedication
Acknowledgments
About the Author
About the Technical Editor
Introduction
What Does This Book Cover?
Preparing for the Exam
Registering for the Exam
Studying for the Exam
The Night before the Exam
During the Exam
Interactive Online Learning Environment and Test Bank
Exam Objectives
Assessment Test
Answers to the Assessment Test
Chapter 1: History of Analytics and Big Data
Evolution of Analytics Architecture Over the Years
The New World Order
Analytics Pipeline
The Big Data Reference Architecture
Data Lakes and Their Relevance in Analytics
Building a Data Lake on AWS
Using Lake Formation to Build a Data Lake on AWS
Exam Objectives
Assessment Test
References
Chapter 2: Data Collection
Exam Objectives
AWS IoT
Amazon Kinesis
AWS Glue
Amazon SQS
Amazon Data Migration Service
AWS Data Pipeline
Large-Scale Data Transfer Solutions
Summary
Review Questions
References
Exercises & Workshops
Chapter 3: Data Storage
Introduction
Amazon S3
Amazon S3 Glacier
Amazon DynamoDB
Amazon DocumentDB
Graph Databases and Amazon Neptune
Storage Gateway
Amazon EFS
Amazon FSx for Lustre
AWS Transfer for SFTP
Summary
Exercises
Review Questions
Further Reading
References
Chapter 4: Data Processing and Analysis
Introduction
Types of Analytical Workloads
Amazon Athena
Amazon EMR
Amazon Elasticsearch Service
Amazon Redshift
Kinesis Data Analytics
Comparing Batch Processing Services
Comparing Orchestration Options on AWS
Summary
Exam Essentials
Exercises
Review Questions
References
Chapter 5: Data Visualization
Introduction
Data Consumers
Data Visualization Options
Amazon QuickSight
Other Visualization Options
Predictive Analytics
Summary
Exam Essentials
Exercises
Review Questions
References
Additional Reading Material
Chapter 6: Data Security
Introduction
Shared Responsibility Model
Security Services on AWS
AWS IAM Overview
Amazon EMR Security
Amazon S3 Security
Amazon Athena Security
Amazon Redshift Security
Amazon Elasticsearch Security
Amazon Kinesis Security
Amazon QuickSight Security
Amazon DynamoDB Security
Summary
Exam Essentials
Exercises/Workshops
Review Questions
References and Further Reading
Appendix: Answers to Review Questions
Chapter 1: History of Analytics and Big Data
Chapter 2: Data Collection
Chapter 3: Data Storage
Chapter 4: Data Processing and Analysis
Chapter 5: Data Visualization
Chapter 6: Data Security
Index
Online Test Bank
Register and Access the Online Test Bank
End User License Agreement
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AWS Certified Data Analytics Study Guide
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Copyright
AWS Certified
Data Analytics
Study Guide
Specialty (DAS-C01) Exam
Asif Abbasi
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